Chiral Action Recognition on CiA
90.8SSv2 AccuracyTarsier 7B + TARA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Tarsier 7B + TARA2025.12 | 90.8 | 85.1 | 76.9 | 84.3 | |
| LiFT2025.12 | 86.6 | 75.5 | 69.5 | 77.2 | |
| CaRe2025.12 | 85.7 | 76.7 | 64.2 | 75.5 | |
| Video JEPA2025.12 | 85.4 | 70.8 | 57.1 | 71.1 | |
| VideoMAE2025.12 | 80.3 | 70.5 | 59.1 | 70 | |
| InternVideo 2.52025.12 | 80 | 70.9 | 62.8 | 71.2 | |
| DINOv2Aggregation=concat.2025.12 | 79.7 | 74.1 | 65.8 | 73.2 | |
| Video JEPA 22025.12 | 78.4 | 66.1 | 57 | 67.2 | |
| SigLIP2Aggregation=concat.2025.12 | 76.8 | 74.7 | 67.8 | 73.1 |